Essays about: "breast cancer algorithm"

Showing result 1 - 5 of 16 essays containing the words breast cancer algorithm.

  1. 1. Uncertainty Quantification in Deep Learning for Breast Cancer Classification in Point-of-Care Ultrasound Imaging

    University essay from Lunds universitet/Matematik LTH

    Author : Marisa Wodrich; [2024]
    Keywords : Uncertainty quantification; Deep learning; Breast cancer classification; Trustworthy AI; Point-of-care ultrasound; Mathematics and Statistics;

    Abstract : Breast cancer is the most common type of cancer worldwide with an estimate of 2.3 million new cases in 2020, and the number one cause of cancer-related deaths in women. READ MORE

  3. 2. Evaluating Random Forest and k-Nearest Neighbour Algorithms on Real-Life Data Sets

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Atheer Salim; Milad Farahani; [2023]
    Keywords : Random Forest; k-Nearest Neighbour; Evaluation; Machine Learning; Classification; Execution Time; Slumpmässig Skog; k-Närmaste Granne; Utvärdering; Maskininlärning; Klassificiering; Exekveringstid;

    Abstract : Computers can be used to classify various types of data, for example to filter email messages, detect computer viruses, detect diseases, etc. This thesis explores two classification algorithms, random forest and k-nearest neighbour, to understand how accurately and how quickly they classify data. READ MORE

  4. 3. A First Step Towards an Algorithm for Breast Cancer Reoperation Prediction Using Machine Learning and Mammographic Images

    University essay from Lunds universitet/Matematik LTH

    Author : Emma Jönsson; [2022]
    Keywords : Technology and Engineering;

    Abstract : Cancer is the second leading cause of death worldwide and 30% of all cancer cases among women are breast cancer. A popular treatment is breast-conserving surgery, where only a part of the breast is surgically removed. Surgery is expensive and has a significant impact on the body, and on some women, a reoperation is needed. READ MORE

  5. 4. Detection of Breast Cancer in Pocket Ultrasound Images Using Deep Learning

    University essay from Lunds universitet/Matematik LTH

    Author : Freja Sahlin; [2022]
    Keywords : breast cancer; point-of-care ultrasound; medical image analysis; convolutional neural networks; transfer learning; Medicine and Health Sciences; Technology and Engineering; Mathematics and Statistics;

    Abstract : Breast cancer is the most frequently diagnosed form of cancer worldwide. 2 260 000 people were diagnosed with breast cancer year 2020, and 685 000 people deceased from it. In low income countries, breast cancer is commonly detected at a later stage when it is harder to treat, thus entailing a higher mortality rate. READ MORE

  6. 5. Machine Learning Algorithm for Classification of Breast Ultrasound Images

    University essay from Lunds universitet/Matematik LTH

    Author : Jennie Karlsson; Jennifer Ramkull; [2021]
    Keywords : Technology and Engineering;

    Abstract : Breast cancer is the most common type of cancer worldwide and the incidence is increasing. Women in low- and middle-income countries have a high mortality to incidence ratio mainly due to a lack of resources and organized health-care. READ MORE